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701 search results found

Zanzibar Aerial Mapping ⭐ 138

Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning

Miccai Lits2017 ⭐ 137

liver segmentation using deep learning

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)

Dilation Tensorflow ⭐ 134

A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

Fgsegnet ⭐ 133

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Mt Unet ⭐ 132

Official Code for *Mixed Transformer UNet for Medical Image Segmentation*

Severstal Steel Defect Detection ⭐ 132

Kaggle Segmentation Challenge

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

Lung Segmentation 2d ⭐ 128

Lung fields segmentation on CXR images using convolutional neural networks.

Geo Sam ⭐ 127

A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

A generalizable application framework for segmentation, regression, and classification using PyTorch

Deepliif ⭐ 126

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]

Convolutional (Patch) Networks for Semantic Segmentation

Deepsolar ⭐ 125

Nationwide houseshold-level solar panel identification with deep learning

Clothes Virtual Try On ⭐ 123

Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings virtually

Unsupervised_anomaly_detection_brain_mri ⭐ 123

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

Meteornet ⭐ 118

MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences (ICCV 2019 Oral)

Active Contour Loss ⭐ 117

Implementation of active contour loss function

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Easyportrait ⭐ 116

EasyPortrait - Face Parsing and Portrait Segmentation Dataset

Deepstream Python ⭐ 116

NVIDIA Deepstream 6.1 Python boilerplate

Pose Interpreter Networks ⭐ 115

Real-time robotic object pose estimation with deep learning

Deepco3 ⭐ 114

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Masktrack ⭐ 114

Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf

Axondeepseg ⭐ 112

Axon/Myelin segmentation using Deep Learning

Segformer Pytorch ⭐ 111

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

Dstl_unet ⭐ 107

Dstl Satellite Imagery Feature Detection

Hyperdensenet ⭐ 106

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Fusionseg ⭐ 106

Video Object Segmentation

Dise Domain Invariant Structure Extraction ⭐ 106

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Seismiqb ⭐ 106

Seismic data interpretation with deep learning

Resunetplusplus With Crf And Tta ⭐ 106

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Awesome Transformer In Medical Imaging ⭐ 103

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Fcn_train ⭐ 100

The code includes all the file that you need in the training stage for FCN

Slantbrainseg ⭐ 100

Deep Whole Brain Segmentation Using SLANT Method

Dl_tutorials_3rd ⭐ 99

Deep learning tutorials (third edition)

Quicknat_pytorch ⭐ 99

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Conditional Motion Propagation ⭐ 99

Code for our CVPR 2019 work.

Anchor Diff Vos ⭐ 97

Anchor Diffusion for Unsupervised Video Object Segmentation

Pixeltcn ⭐ 97

Tensorflow Implementation of Pixel Transposed Convolutional Networks (PixelTCN and PixelTCL)

People_segmentation ⭐ 97

Code for the model to segment people at the image

Changestar ⭐ 96

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

Pointnet Keras ⭐ 94

Keras implementation for Pointnet

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

Region Conv ⭐ 93

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

Mask Propagation ⭐ 93

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

Dfn Tensorflow ⭐ 93

This repo is the tensorflow implementation of Discriminative Feature Network (DFN)

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

Deep Learning Based Ecg Annotator ⭐ 92

Annotation of ECG signals using deep learning, tensorflow’ Keras

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

Deeplearning Segan Segmentation ⭐ 89

This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Autoalbument ⭐ 89

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Ai Paper Drawer ⭐ 88

人工智能论文关键点集结。This project aims to collect key points of AI papers.

Etci 2021 Competition On Flood Detection ⭐ 86

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

Building Footprint Segmentation ⭐ 86

Building footprint segmentation from satellite and aerial imagery

Bubblenets ⭐ 85

Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames

Open source Python library for building bioimage analysis pipelines

Keras Icnet ⭐ 85

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

Cws_dict ⭐ 83

Source codes for paper "Neural Networks Incorporating Dictionaries for Chinese Word Segmentation", AAAI 2018

Deeplearning Image Segmentation ⭐ 82

🍞 基于深度学习方法的图像分割（含语义分割、实例分割、全景分割）。

Plant Seg ⭐ 81

A tool for cell instance aware segmentation in densely packed 3D volumetric images

Awesome Vision Transformer Collection ⭐ 81

Variants of Vision Transformer and its downstream tasks

3d Medical Segmentation Gan ⭐ 81

3D Liver Segmentation with GAN

Brain Tumor Segmentation ⭐ 80

A deep learning based approach for brain tumor MRI segmentation.

3dunet_abdomen_cascade ⭐ 79

Daeformer ⭐ 79

[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

Unet Segmentation ⭐ 78

The U-Net Segmentation plugin for Fiji (ImageJ)

A tool for efficient semi-supervised video object segmentation (great results with minimal manual labor) and a dataset for benchmarking

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Seg By Interaction ⭐ 77

Unsupervised instance segmentation via active robot interaction

Ocrsegment ⭐ 76

a deep learning model for page layout analysis / segmentation.

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Sketch Parse ⭐ 76

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

Sketchyscene ⭐ 75

SketchyScene: Richly-Annotated Scene Sketches. (ECCV 2018)

Segmentation Of Teeth In Panoramic X Ray Image Using U Net ⭐ 75

The aim of this study is automatic semantic segmentation in one-shot panoramic x-ray image by using deep learning method with U-Net Model and binary image analysis in order to provide diagnostic information for the management of dental disorders, diseases, and conditions.

Spleeterrt ⭐ 75

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Argus Tgs Salt ⭐ 74

Kaggle | 14th place solution for TGS Salt Identification Challenge

Relaynet_pytorch ⭐ 74

Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

UNet series network architectures (UNet, R2UNet, Attention UNet, Nested UNet, Tiny UNet etc.), combined with joint training of YOLO and other networks

Fully Convolutional Point Network ⭐ 73

Fully-Convolutional Point Networks for Large-Scale Point Clouds

Semantic_segmentation ⭐ 73

Semantically segment the road in the given image.

Text Segmentation ⭐ 73

Implementation of the paper: Text Segmentation as a Supervised Learning Task

Learning Superpixels with Segmentation-Aware Affinity Loss

Deepcoloring ⭐ 72

Instance Segmentation by Deep Coloring

Tensorrt Examples ⭐ 71

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Lanesegmentationnetwork ⭐ 71

The deep semantic segmentation network for lane segmentation.

Evaluating_bdl ⭐ 70

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

Awesome Implicit Neural Representations In Medical Imaging ⭐ 69

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

Heartseg ⭐ 69

code of DenseVoxNet and 3D-DSN

3d Semantic Segmentation ⭐ 69

This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE International Conference on Computer Vision (ICCV) 2017, 3DRMS Workshop.

Omnipose ⭐ 69

Omnipose: a high-precision solution for morphology-independent cell segmentation

Rembg Greenscreen ⭐ 67

Rembg Video Virtual Green Screen Edition

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